---
title: "Discussion on \"From 14 Days to 8 Minutes: How We Solved the ML Experimentation Bottleneck With IaC and Spot Instances\" | Hashnode"
description: "Discussion on \"From 14 Days to 8 Minutes: How We Solved the ML Experimentation Bottleneck With IaC and Spot Instances\". Build a self-service ML platform that eliminates tickets, approvals, and idle GPUs — using Terraform, OPA, and Spot Instances."
url: "https://hashnode.com/posts/ml-experimentation-bottleneck-with-iac-and-spot-instances/69c341f3428c6a5930339400"
---

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Discussion

# [From 14 Days to 8 Minutes: How We Solved the ML Experimentation Bottleneck With IaC and Spot Instances](https://datatrail.hashnode.dev/ml-experimentation-bottleneck-with-iac-and-spot-instances?utm_source=hashnode&utm_medium=feed)

Build a self-service ML platform that eliminates tickets, approvals, and idle GPUs — using Terraform, OPA, and Spot Instances.

Mar 25 · 13 min read · datatrail.hashnode.dev  
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## Written by

[SANDEEP KUMAR RAJU SANGARAJU](https://hashnode.com/@sangarajus)

@sangarajus · San Francisco, USA

  
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